4+ years of relevant ML engineering or research experience in language models. Very strong programming skills and ability to write clean and maintainable research code. Deep interest in building human-in-the-loop systems for creativity. Passion for seeing research through from initial conception to eventual application. Experience mentoring and teaching other researchers. Strong communication, collaboration, and documentation skills.